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1. Replaced readlines() with readline() to prevent loading the entire strings file to memory all at once. 2. Added process callback to indicate the progression. 3. Converted the re.compile of strings parse_line to global in order to prevent compilation for each line. 4. Changed the regex to not include the trailing newline (\n)